Page 71 - AI for Good-Innovate for Impact - An Interim Report 2024
P. 71
AI for Good-Innovate for Impact
Use Case – 14: Innovative Practices of Cloud Networking Enabled
by Network Large Model 14-ChinaTelecom
Country: China
Organization: CHINA TELECOM
Contact person: LYU Tiantian lvtt@ chinatelecom .cn
14�1� Use case summary table
Domain 5G/6G
Problem to be The current manual assistance is unable to meet the challenges of opera-
addressed tion and maintenance.
It is necessary to start from the requirements of the operator’s network,
including user service requirements such as Accurate business recom-
mendations, Network operation and maintenance requirements such
as Network fault frequency, slow response, use large models to build
an architecture that adapts to the complex cloud-network operations of
the future、to meet the high-order evolution of self-intelligence require-
ments..
Key aspects of the The Qi Ming network large model will employ the advanced structure
solution and algorithm to handle the complexities. It will also integrate network
knowledge, business, and operational data through large-scale pre-train-
ing, fine-tuning, and optimization.
Technology Network large model and
keywords AI agent technology
Data availability Private data: we use some sensitive words from
https:// github .com/ jkiss/ sensitive -words, but do some processing in the
combination with telecom data features.
Metadata (type of China Telecom’s massive network data and knowledge corpora.
data) Text data, Logs, alarms, and configurations
Network Professional intent identification, ubiquitous generation, logical orches-
Large Model tration, collaborative scheduling, predictive analytics
Characteristics
Testbeds or pilot Inside China Telecom
deployments
57
